Capturing Unseen Spatial Heat Extremes Through Dependence‐Aware Generative Modeling
DeepX‐GAN (Dependence‐Enhanced Embedding for Physical eXtremes—Generative Adversarial Network) is introduced, a deep generative model that explicitly captures the spatial structure of rare extremes and enables the simulation of statistically plausible extremes beyond the observed record, evaluated against long climate...
Xin-Yue Liu, Xiao Peng, Shu-Yue Yan et al.
· Earth's Future · 0 citations